Table · dataset · 2022
awacke1/MedNorm2SnomedCT2UMLS
Listed in Hugging Face Datasets
Description
MedNorm2SnomedCT2UMLS Paper on Mednorm and harmonisation: aclanthology.org/W19-3204.pdf The medical concept normalisation task aims to map textual descriptions to standard terminologies such as SNOMED-CT or MedDRA. Existing publicly available datasets annotated using different terminologies cannot be simply merged and utilised, and therefore become less valuable when developing machine learningbased concept normalisation systems.
To address that, we designed a data harmonisation… See the full description on the dataset page: huggingface.co/datasets/awacke1/MedNorm2SnomedCT2UMLS.
Links
Where it is published
- Hugging Face dataset page huggingface.co/datasets/awacke1/MedNorm2SnomedCT2UMLS ↗
landing page · from Hugging Face
Catalogue records · 1
- Hub API huggingface.co/api/datasets/awacke1/MedNorm2SnomedCT2UMLS ↗
metadata API · from Hugging Face
Topics
- From keywords
- Computer Science & AI
- Inferred from text
- Information systems 70%
Provenance · 1 source records, 11 field assertions
| Source | Key | Last seen | Raw |
|---|---|---|---|
| Hugging Face Datasets | awacke1/MedNorm2SnomedCT2UMLS | 15 d ago | JSON v1 |
| Field | Assertion | Extractor | Evidence |
|---|---|---|---|
| access_level | source · Hugging Face | connector:huggingface@1.0.0 | /gated |
| concepts[field].anzsrc:group:4609 | enrichment · Hugging Face | taxonomy-embedding@1.1.0 | title+keywords+description (70%) |
| concepts[field].local:field:computer-science-ai | mapping · Hugging Face | connector:huggingface@1.0.0 | |
| concepts[modality].hf_modality:tabular | source · Hugging Face | connector:huggingface@1.0.0 | |
| concepts[modality].hf_modality:text | source · Hugging Face | connector:huggingface@1.0.0 | |
| created_date | source · Hugging Face | connector:huggingface@1.0.0 | |
| description | source · Hugging Face | connector:huggingface@1.0.0 | /description |
| license | source · Hugging Face | connector:huggingface@1.0.0 | /tags[license:*] |
| publication_date | source · Hugging Face | connector:huggingface@1.0.0 | |
| title | source · Hugging Face | connector:huggingface@1.0.0 | /id |
| updated_date | source · Hugging Face | connector:huggingface@1.0.0 |